110m GPU scaling across audio lengths:
硅谷的 AI 算力牌桌上，发生了一场震动产业的“倒戈”。
，推荐阅读91视频获取更多信息
나경원 “당이 제대로 싸우지 못하는 현실 참담”
Local sandboxing on developer machinesEverything above is about server-side multi-tenant isolation, where the threat is adversarial code escaping a sandbox to compromise a shared host. There is a related but different problem on developer machines: AI coding agents that execute commands locally on your laptop. The threat model shifts. There is no multi-tenancy. The concern is not kernel exploitation but rather preventing an agent from reading your ~/.ssh keys, exfiltrating secrets over the network, or writing to paths outside the project. Or you know if you are running Clawdbot locally, then everything is fair game.
